import numpy as np

# Mohammad Shoaib   and Amanullah Sarwari

df = pd.read_csv('/Users/Shoaib Bigzad/Desktop/data scince/covid 19 dataset/region_data.csv')

​

df.head()

fig = px.line(df, x="date", y="deaths", color='Location', title="Number of deaths")

fig = px.line(df, x="date", y="total_number_positive_people", color='Location', title="Total number of positive people")

fig = px.line(df, x="date", y="currently_positive", color='Location', title="Currently positives cases")

fig = px.line(df, x="date", y="currently_positive", color='Location', title="Currently positives cases")

df = pd.read_csv('/kaggle/input/covid19-italy-tuscany-data/provinces_data.csv')

fig = px.line(df, x="date", y="total_number_positive_people", color='Location', title="Total number of positive people")

fig = px.line(df, x="date", y="deaths", color='Location', title="Death cases")

	Unnamed: 0	Location	day	date	total_number_positive_people	deaths	deaths_increase	total_recoveries	total_recoveries_increase	currently_positive	dismissed_patients	swabs	swabs_increase
0	10	Toscana	0	24/2/2020	0	0	0.000000	0	0.000000	0	0	140	0.000000
1	24	Toscana	1	25/2/2020	2	0	0.000000	2	0.000000	2	0	296	111.428570
2	38	Toscana	2	26/2/2020	2	0	0.000000	2	0.000000	2	0	363	22.635136
3	52	Toscana	3	27/2/2020	2	0	0.000000	2	0.000000	2	0	410	12.947659
4	66	Toscana	4	28/2/2020	8	0	0.000000	5	150.000000	7	1	437	6.585366
5	80	Toscana	5	29/2/2020	11	0	0.000000	7	40.000000	10	1	531	21.510298
6	94	Toscana	6	01/3/2020	13	0	0.000000	7	0.000000	12	1	572	7.721281
7	108	Toscana	7	02/3/2020	13	0	0.000000	7	0.000000	12	1	613	7.167832
8	122	Toscana	8	03/3/2020	19	0	0.000000	10	42.857143	18	1	697	13.703099
9	136	Toscana	9	04/3/2020	38	0	0.000000	17	70.000000	37	1	776	11.334290
10	150	Toscana	10	05/3/2020	61	0	0.000000	29	70.588234	60	1	776	0.000000
11	164	Toscana	11	06/3/2020	79	0	0.000000	40	37.931034	78	1	1097	41.365978
12	178	Toscana	12	07/3/2020	113	0	0.000000	61	52.500000	112	1	1331	21.330902
13	192	Toscana	13	08/3/2020	166	0	0.000000	98	60.655739	165	1	1618	21.562735
14	206	Toscana	14	09/3/2020	208	1	0.000000	116	18.367348	206	1	2018	24.721878
15	220	Toscana	15	10/3/2020	264	1	0.000000	131	12.931034	260	3	2573	27.502478
16	234	Toscana	16	11/3/2020	320	1	0.000000	141	7.633588	314	5	2804	8.977847
17	248	Toscana	17	12/3/2020	364	5	400.000000	159	12.765958	352	7	3165	12.874465
18	262	Toscana	18	13/3/2020	470	5	0.000000	211	32.704403	455	10	4049	27.930490
19	276	Toscana	19	14/3/2020	630	6	20.000000	247	17.061611	614	10	4595	13.484811
20	290	Toscana	20	15/3/2020	781	8	33.333332	282	14.170040	763	10	5132	11.686616
21	304	Toscana	21	16/3/2020	866	14	75.000000	282	0.000000	841	11	5910	15.159781
22	318	Toscana	22	17/3/2020	1053	17	21.428572	472	67.375885	1024	12	6727	13.824027
23	332	Toscana	23	18/3/2020	1330	22	29.411764	587	24.364407	1291	17	7606	13.066746
24	346	Toscana	24	19/3/2020	1482	38	72.727272	679	15.672914	1422	22	8873	16.657902
25	360	Toscana	25	20/3/2020	1793	47	23.684210	790	16.347570	1713	33	10405	17.265863
26	374	Toscana	26	21/3/2020	2012	72	53.191490	866	9.620254	1905	35	11909	14.454589
27	388	Toscana	27	22/3/2020	2277	91	26.388889	921	6.351039	2144	42	13264	11.377950
28	402	Toscana	28	23/3/2020	2461	109	19.780220	1076	16.829533	2301	51	13851	4.425513
29	416	Toscana	29	24/3/2020	2699	129	18.348623	1162	7.992565	2519	51	15701	13.356437
...	...	...	...	...	...	...	...	...	...	...	...	...	...
813	11392	Toscana	813	17/5/2022	1133738	10013	0.059958	435	-2.466368	37488	1086237	6774006	0.035826
814	11406	Toscana	814	18/5/2022	1135444	10020	0.069909	404	-7.126437	36171	1089253	6776117	0.031163
815	11420	Toscana	815	19/5/2022	1137293	10027	0.069860	401	-0.742574	35538	1091728	6778566	0.036142
816	11434	Toscana	816	20/5/2022	1138815	10035	0.079785	386	-3.740648	34427	1094353	6780404	0.027115
817	11448	Toscana	817	21/5/2022	1140291	10038	0.029895	381	-1.295337	34044	1096209	6782359	0.028833
818	11462	Toscana	818	22/5/2022	1141325	10040	0.019924	350	-8.136483	33000	1098285	6784216	0.027380
819	11476	Toscana	819	23/5/2022	1141775	10053	0.129482	366	4.571429	31848	1099874	6785057	0.012396
820	11490	Toscana	820	24/5/2022	1143749	10059	0.059684	348	-4.918033	31486	1102204	6786954	0.027958
821	11504	Toscana	821	25/5/2022	1145015	10063	0.039765	343	-1.436782	31313	1103639	6788855	0.028010
822	11518	Toscana	822	26/5/2022	1146405	10072	0.089437	328	-4.373178	30149	1106184	6790720	0.027471
823	11532	Toscana	823	27/5/2022	1147463	10073	0.009929	342	4.268293	29736	1107654	6791965	0.018334
824	11546	Toscana	824	28/5/2022	1148566	10076	0.029783	319	-6.725146	29234	1109256	6793426	0.021511
825	11560	Toscana	825	29/5/2022	1149359	10076	0.000000	322	0.940439	29167	1110116	6795068	0.024170
826	11574	Toscana	826	30/5/2022	1149679	10084	0.079397	323	0.310559	27666	1111929	6795715	0.009522
827	11588	Toscana	827	31/5/2022	1151109	10092	0.079334	304	-5.882353	27415	1113602	6797239	0.022426
828	11602	Toscana	828	01/6/2022	1152078	10096	0.039635	271	-10.855263	26837	1115145	6798545	0.019214
829	11616	Toscana	829	02/6/2022	1153139	10096	0.000000	247	-8.856089	26715	1116328	6799929	0.020357
830	11630	Toscana	830	03/6/2022	1153446	10099	0.029715	247	0.000000	26093	1117254	6800664	0.010809
831	11644	Toscana	831	04/6/2022	1154838	10100	0.009902	230	-6.882591	25625	1119113	6801914	0.018381
832	11658	Toscana	832	05/6/2022	1155620	10101	0.009901	232	0.869565	25277	1120242	6803340	0.020965
833	11672	Toscana	833	06/6/2022	1155937	10113	0.118800	242	4.310345	24145	1121679	6803762	0.006203
834	11686	Toscana	834	07/6/2022	1157565	10114	0.009888	239	-1.239669	23665	1123786	6805261	0.022032
835	11700	Toscana	835	08/6/2022	1158838	10116	0.019775	230	-3.765690	23742	1124980	6806757	0.021983
836	11714	Toscana	836	09/6/2022	1160232	10118	0.019771	223	-3.043478	23838	1126276	6808347	0.023359
837	11728	Toscana	837	10/6/2022	1161335	10125	0.069184	215	-3.587444	24143	1127067	6809600	0.018404
838	11742	Toscana	838	11/6/2022	1162512	10126	0.009877	200	-6.976744	24658	1127728	6810723	0.016491
839	11756	Toscana	839	12/6/2022	1163547	10126	0.000000	197	-1.500000	24684	1128737	6812155	0.021026
840	11770	Toscana	840	13/6/2022	1163981	10128	0.019751	219	11.167513	24395	1129458	6812587	0.006342
841	11784	Toscana	841	14/6/2022	1166162	10130	0.019747	229	4.566210	24947	1131085	6814174	0.023295
842	11798	Toscana	842	15/6/2022	1167901	10134	0.039487	228	-0.436681	26052	1131715	6815858	0.024713

	Unnamed: 0	Location	day	date	total_number_positive_people	total_recoveries	total_recoveries_increase	currently_positive	dismissed_patients	swabs	swabs_increase
0	10	Toscana	0	24/2/2020	0	0	0.0	0	0	140	0.000000
1	24	Toscana	1	25/2/2020	2	2	0.0	2	0	296	111.428570
2	38	Toscana	2	26/2/2020	2	2	0.0	2	0	363	22.635136
3	52	Toscana	3	27/2/2020	2	2	0.0	2	0	410	12.947659
4	66	Toscana	4	28/2/2020	8	5	150.0	7	1	437	6.585366

	Unnamed: 0	Location	day	date	total_number_positive_people	deaths	deaths_increase
0	0	AR	0	24/2/2020	0	0	0.000000
1	1	FI	0	24/2/2020	0	0	0.000000
2	2	GR	0	24/2/2020	0	0	0.000000
3	3	LI	0	24/2/2020	0	0	0.000000
4	4	LU	0	24/2/2020	0	0	0.000000
...	...	...	...	...	...	...	...
10954	11796	PT	842	15/6/2022	93378	910	0.000000
10955	11797	SI	842	15/6/2022	82487	537	0.186567
10956	11799	aslCENTRO	842	15/6/2022	497422	4936	0.000000
10957	11800	aslNO	842	15/6/2022	418719	3474	0.057604
10958	11801	aslSE	842	15/6/2022	251205	1585	0.126342